parserail-mcp

parserail-mcp

An MCP server for ParseRail, gives Claude, Cursor, and any Model Context Protocol client native tools to parse documents, extract fields, redact PII, analyze contracts, fight chargebacks, and enrich companies.

Setup

Get a key at parserail.thecompound.tech, then add the server to your MCP client config. There is no free tier. Credits are bought up front, a $20 pack or a plan from $19/mo, and a call is charged only when it succeeds.

Claude Code:

claude mcp add parserail -e PARSERAIL_API_KEY=ksk_live_… -- npx -y parserail-mcp

Claude Desktop / Cursor (mcpServers config):

{
  "mcpServers": {
    "parserail": {
      "command": "npx",
      "args": ["-y", "parserail-mcp"],
      "env": { "PARSERAIL_API_KEY": "ksk_live_…" }
    }
  }
}

Tools

Tool	What it does
parserail_parse	Document (invoice/EOB/COI, PDF/image/text) → structured JSON
parserail_extract	Pull named fields out of any text
parserail_classify	Label text against your taxonomy
parserail_summarize	Summary + key points + action items
parserail_redact	Strip PII/PHI from text
parserail_sentiment	Sentiment, aspects, and themes
parserail_contract	Contract → parties, terms, obligations, risk flags
parserail_chargeback	Dispute details → representment packet
parserail_enrich	Domain or email → company profile
parserail_account	Credit balance

Documents can be passed as fileUrl, raw text, or fileBase64 + fileMimeType.

Pricing

Pay-per-call credits, no subscription required, you're only charged on a successful call. See parserail.thecompound.tech/docs.

MIT, Compound Labs